Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab and Bitbucket, scored on what each agent looks for, then ranked.

Is your repo ready for AI agents? Paste a GitHub URL.

Or check an npm / PyPI / Cargo package, run the agent skill locally, add the GitHub Action to score every pull request, or read AGENTS.md examples from popular repos.

Overall — the average of every agent's score.
Leaderboard — page 12 of 13 for Overall
RankRepoScore
353netty/nettyGitHub
53.4
354apache/dorisGitHub
53.4
355firecrawl/firecrawlGitHub
52.9
356langchain-ai/langchainGitHub
52.9
357spring-projects/spring-bootGitHub
52.6
358rayon-rs/rayonGitHub
52.6
359seanmonstar/reqwestGitHub
52.6
360fdroid/fdroidclientGitLab
52.6
361playframework/playframeworkGitHub
52.5
362jekyll/jekyllGitHub
52.4
363openssl/opensslGitHub
52.2
364vitejs/viteGitHub
52.1
365tigerbeetle/tigerbeetleGitHub
51.6
366phpstan/phpstanGitHub
51.1
367erlang/otpGitHub
50.1
368swiftlang/swiftGitHub
49.9
369sgl-project/sglangGitHub
49.9
370Significant-Gravitas/AutoGPTGitHub
49.7
371anthropics/claude-codeGitHub
49.7
372gnachman/iterm2GitLab
49.3
373cloudflare/aiGitHub
48.8
374gatling/gatlingGitHub
48.7
375redis/redisGitHub
48.5
376postgres/postgresGitHub
48.0
377openai/openai-cookbookGitHub
46.4
378serde-rs/serdeGitHub
46.3
379getlago/lagoGitHub
46.3
380symfony/symfonyGitHub
45.5
381files-community/FilesGitHub
44.9
382dotnet/mauiGitHub
44.9
383inkscape/inkscapeGitLab
44.8
384opencv/opencvGitHub
44.6

Tracking 401 repos · last updated